Senior Data Scientist
Core
Implement and optimize machine learning algorithms with a focus on causal inference for adaptive clinical trial design and responder detection.
Role type
Senior IC data scientist (causal inference & clinical trials)
Builds
Proprietary ML-based platform for adaptive clinical trial design and closed-loop execution
Domain
Biotech / Clinical trials / Causal inference
Deliverable
production ML models
Required skills
Python, statistical modeling, machine learning, causal inference, data visualization
Preferred skills
R, healthcare/biotech industry experience, large-scale data processing
Technologies
Python, R
Responsibilities
Implement and optimize ML algorithms for causal applications, conduct rigorous statistical analyses of randomized and observational data, develop and validate methods for responder identification and treatment effect estimation, collaborate with clinical and biological experts to translate complex problems into technical solutions, document and present methodologies and results for internal and external stakeholders, contribute to technical discussions and peer code reviews
Seniority
Senior, hands-on IC
